Improving mapreduce performance through data placement
Course:- Database Management System
Reference No.:- EM13844916

Assignment Help
Expertsmind Rated 4.9 / 5 based on 47215 reviews.
Review Site
Assignment Help >> Database Management System

I need the report for the file based on the given ieee report with specifications mentioned in another file

Please use the template for IEEE Conference Papers in the following pages.

The contents must also conform to IEEE Conference Papers. Specifically, the conclusion must include your critical comments on the topic.

Prepare a paper using IEEE report on Improving MapReduce Performance through Data Placement in Heterogeneous Hadoop Clusters


Verified Expert

Preview Container content


In distributed processing model the MapReduce is become more important for large scale data application such as data mining and web indexing. Hadoop is an open source frame work which is used to implement the MapReduce for low response time. The recent Hadoop frame work assumes the cluster nodes are homogeneous.

Here data locality is not considered for introduction of speculative map responsibility because the most of the maps homogeneous which is mean that data local. So in virtualized data processing centers, both homogeneity and data locality assumptions are not satisfied.

This paper shows the ignore data locality in heterogeneous environments so that it will reduce the performance of MapReduce and also address the problem of locality of the data between node. This will achieve the balanced data processing between each node.

The data intensive application run on Hadoop MapReduce cluster frame work, the proposed data placement model is balanced the amount of the data which is stored in each node and it will improve the performance of data processing. This paper analyzed two real data applications and it shows the improve the MapReduce performance using rebalancing data across the nodes in the cluster

Put your comment

Ask Question & Get Answers from Experts
Browse some more (Database Management System) Materials
Write a query that returns the number of customers in the customers table. Write a query that returns the number of customers in each job title. Write a query that returns the
Develop a specific and detailed discussion about the ETL process is to be used to move data from the OLTP environment to the data warehouse - Create a star schema and the DDL
In the assignment report provide explanation about each of the applied techniques. In your Excel workbook file place the results in separate columns in the corresponding spr
Demonstrate problem-solving skills by identifying and resolving issues relating to information systems and their components, Create a Spreadsheet and import the four (4) Acces
Write a PhoneContact class that gets initialized with a phone number and a label. The phone number should follow one of the formats of the Phone class from the previous assi
Explore and research the latest versions of the following database management systems (DBMSs) on the market: Oracle 11G, Microsoft SQL Server, MySQL, and IBM DB2. Compare th
Draw a Context Diagram of the Computerised Inventory System at The Variety Store from the perspective of the Purchasing Department. Please complete using the DIA software an
Analyze the SQL injection steps that Susan used that enabled her to access the E-shopping4u.com database.  Describe at least two (2) tools that Susan could have used to assist